Publicaciones del grupo GICAP - Año 2020

Revistas

Enrique de la Cal, José R. Villar, Paula M. Vergara, Álvaro Herrero, Javier Sedano Design issues in Time Series dataset balancing algorithms Neural Computing & Applications, Vol. 32, p. 1287–1304. Springer ISI JCR Impact Factor 2018: 4.664 (15/132 - Artificial Intelligence)

M. I. Luis-Rico, M. C. Escolar-Llamazares, T. De la Torre-Cruz, A. Jiménez, Á. Herrero, C. Palmero-Cámara, A. Jiménez-Eguizábal Entrepreneurial interest and entrepreneurial competence among Spanish youth: an analysis with Artificial Neural Networks Sustainability, Vol. 12(4), 1351 MDPI ISI JCR Impact Factor 2018: 2.592 (105/250 Green & Sustainable Science & Technology)

Ángel Arroyo, Carlos Cambra, Álvaro Herrero, Verónica Tricio, Emilio Corchado Self-Organizing Maps to Validate Anti-Pollution Policies Logic Journal of the IGPL, Vol. 28(4), p. 596–614. Oxford Journals ISI JCR Impact Factor 2018: 0.609 (8/20 - Logic)

Carlos Alonso de Armiño, Miguel Ángel Manzanedo del Campo, Álvaro Herrero Analysing the Intermeshed Patterns of Road Transportation and Macroeconomic Indicators through Neural and Clustering Techniques Pattern Analysis and Applications, Vol. 23, p. 1059–1070. Springer ISI JCR Impact Factor 2018: 1.410 (92/133 Artificial Intelligence)

Alfredo Jiménez Secil Bayraktar, Julio César Puche-Regaliza, Álvaro Herrero, Corruption and Private Participation Infrastructure Projects: The Moderating Role of Vicarious Experience Canadian Journal of Administrative Sciences, Vol. 37(4), p. 513-527. Wiley ISI JCR Impact Factor 2018: 0.849 (195/217 Management)

R.A. Vega, P. Chamoso-Santos, A. González, José-Luis Casteleiro-Roca, E. Jove, María del Carmen Meizoso-Lópe, B.A. Rodríguez-Gómez, H. Quintián, Á. Herrero, K. Matsui, E. Corchado, J.L. Calvo-Rolle Intrusion Detection with Unsupervised Techniques for Smart Grids Network Management Protocols Applied Sciences, Vol. 10(7), 2276. MDPI ISI JCR Impact Factor 2019: 2.474 (32/91 - Engineering, Multidisciplinary)

Álvaro Herrero, Secil Bayraktar, Alfredo Jiménez Machine Learning to Forecast the Success of Infrastructure Projects Worldwide Cybernetics and Systems: An International Journal, Vol. 51(7), p. 714-731, Taylor & Francis ISI JCR Impact Factor 2018: 1.681 (12/23 Cybernetics)

Nuño Basurto, Ángel Arroyo, Carlos Cambra, Álvaro Herrero Imputation of Missing Values Affecting the Software Performance of Component-based Robots Computers & Electrical Engineering, Vol. 87, 106766, Elsevier ISI JCR Impact Factor 2018: 2.189 (20/52 - Computer Science, Hardware & Arquitecture)

Raquel Redondo, Álvaro Herrero, Emilio Corchado, Javier Sedano A Decision-Making Tool Based on Exploratory Visualization for the Automotive Industry Applied Science, Vol. 10(12), 4355. MDPI ISI JCR Impact Factor 2019: 2.474 (32/91 - Engineering, Multidisciplinary)

M. I. Luis-Rico, M. C. Escolar-Llamazares, T. De la Torre-Cruz, Á. Herrero, A. Jiménez, P. Arranz, C. Palmero-Cámara, A. Jiménez-Eguizábal The Association of Parental Interest in Entrepreneurship with the Entrepreneurial Interest of Spanish Youth International Journal of Environmental Research and Public Health, Vol. 17(13), 4744. MDPI ISI JCR Impact Factor 2019: 2.849 (105/265 Environmental Sciences)

Roberto Magán-Carrión, Daniel Urda, Ignacio Díaz-Cano, Bernabé Dorronsoro Towards a Reliable Comparison and Evaluation of Network Intrusion Detection Systems Based on Machine Learning Approaches Applied Sciences, Vol. 10(5), 1775. MDPI ISI JCR Impact Factor 2019: 2.474 (32/91 - Engineering, Multidisciplinary)

Libros editados

Álvaro Herrero, Carlos Cambra, Daniel Urda, Javier Sedano, Héctor Quintián, Emilio Corchado 15th International Conference on Soft Computing Models in Industrial and Environmental Applications Springer - Advances in Intelligent Systems and Computing, Vol. 1268. ISBN: 978-3-030-57802-2.

Álvaro Herrero, Carlos Cambra, Daniel Urda, Javier Sedano, Héctor Quintián, Emilio Corchado 13th International Conference on Computational Intelligence in Security for Information Systems Springer - Advances in Intelligent Systems and Computing, Vol. 1267. ISBN: 978-3-030-57804-6.

Álvaro Herrero, Carlos Cambra, Daniel Urda, Javier Sedano, Héctor Quintián, Emilio Corchado 11th International Conference on EUropean Transnational Educational Springer - Advances in Intelligent Systems and Computing, Vol. 1266. ISBN: 978-3-030-57798-8.

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Congresos

Nuño Basurto, Michal Wozniak, Carlos Cambra, Álvaro Herrero Advanced Oversampling for Improved Detection of Software Anomalies in a Robot 15th International Conference on Soft Computing Models in Industrial and Environmental Applications Springer - Advances in Intelligent Systems and Computing, Vol. 1268, p: 3-12. ISBN: 978-3-030-57802-2.

Jose Antonio Moscoso-López, Daniel Urda, Javier González-Enrique, Juan Jesus Ruiz-Aguilar, Ignacio J. Turias Hourly Air Quality Index (AQI) Forecasting Using Machine Learning Methods 15th International Conference on Soft Computing Models in Industrial and Environmental Applications Springer - Advances in Intelligent Systems and Computing, Vol. 1268, p: 123-132. ISBN: 978-3-030-57802-2.

Nuño Basurto, Alfredo Jiménez, Secil Bayraktar, Álvaro Herrero Data Balancing to Improve Prediction of Project Success in the Telecom Sector 15th International Conference on Soft Computing Models in Industrial and Environmental Applications Springer - Advances in Intelligent Systems and Computing, Vol. 1268, p: 366-373. ISBN: 978-3-030-57802-2.

Mercedes Yartu, Carlos Cambra, Milagros Navarro, Carlos Rad, Ángel Arroyo, Álvaro Herrero Neural Models to Predict Irrigation Needs of a Potato Plantation 15th International Conference on Soft Computing Models in Industrial and Environmental Applications Springer - Advances in Intelligent Systems and Computing, Vol. 1268, p: 600-613. ISBN: 978-3-030-57802-2.

Héctor Quintián, Esteban Jove, José-Luis Casteleiro-Roca, Daniel Urda Ángel Arroyo, José Luis Calvo-Rolle, Álvaro Herrero, Emilio Corchado Beta-Hebbian Learning for Visualizing Intrusions in Flows 13th International Conference on Computational Intelligence in Security for Information Systems Springer - Advances in Intelligent Systems and Computing, Vol. 1267, p: 446-459. ISBN: 978-3-030-57804-6.

Sergio Marciante, Álvaro Herrero The Evolution of Privacy in the Blockchain: a Historical Survey 13th International Conference on Computational Intelligence in Security for Information Systems Springer - Advances in Intelligent Systems and Computing, Vol. 1267, p: 23-34. ISBN: 978-3-030-57804-6.

Ángel Arroyo, Secil Bayraktar, Carlos Cambra, Daniel Urda, , Álvaro Herrero Trends and Patterns of International Student Mobility: The case of Bachelor's Degrees in Computer Science at the University of Burgos 11th International Conference on EUropean Transnational Educational Springer - Advances in Intelligent Systems and Computing, Vol. 1266, p: 142-153. ISBN: 978-3-030-57798-8.

Héctor Quintián, Esteban Jove, José Luis Calvo-Rolle, Nuño Basurto, Carlos Cambra, Álvaro Herrero, Emilio Corchado Detecting Performance Anomalies in the Multi-component Software a Collaborative Robot 21st International Conference on Intelligent Data Engineering and Automated Learning - IDEAL 2020 Springer - Lecture Notes in Computer Science, Vol. 12490, p: 533-540. ISBN: 978-3-030-57798-8. Best Application Paper on Machine Learning Award

Ángel Arroyo, Nuño Basurto, Carlos Cambra, Álvaro Herrero Clustering and Regression to Impute Missing Values of Robot Performance 15th International Conference on Hybrid Artificial Intelligence Systems - HAIS 2020 Springer - Lecture Notes in Computer Science, Vol. 12344, p: 86-94. ISBN: 978-3-030-61705-9.

Nuño Basurto, Carlos Cambra, Álvaro Herrero AI-driven Visualizations for Performance Monitoring and Anomaly Detection in Robots 2020 IEEE/ACS 17th International Conference on Computer Systems and Applications (AICCSA) IEEE Press. ISBN: 978-1-7281-8578-1.

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Números especiales

Alfredo Jiménez, Carlos Cambra, Emilio Corchado, Álvaro Herrero, Recent Advances on the Application of Soft Computing to Industrial and Environmental Enterprises Cybernetics and Systems: An International Journal, Vol. 51(7), p. 647-648, Taylor & Francis ISI JCR Impact Factor 2018: 1.681 (12/23 - Cybernetics)

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Tesis doctorales

Raquel Redondo Hybridization of Machine Learning for Advanced Manufacturing PhD Thesis Supervised by Emilio Corchado, Javier Sedano, Álvaro Herrero

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